Michalewicz, Zbigniew

Advances in Metaheuristics for Hard Optimization

Michalewicz, Zbigniew - Advances in Metaheuristics for Hard Optimization, e-kirja


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ISBN: 9783540729600

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Table of contents

1. Comparison of Simulated Annealing, Interval Partitioning and Hybrid Algorithms in Constrained Global Optimization
Chandra Sekhar Pedamallu, Linet Özdamar

2. Four-bar Mechanism Synthesis for n Desired Path Points Using Simulated Annealing
Horacio Martínez-Alfaro

3. “MOSS-II” Tabu/Scatter Search for Nonlinear Multiobjective Optimization
Ricardo P. Beausoleil

4. Feature Selection for Heterogeneous Ensembles of Nearest-neighbour Classifiers Using Hybrid Tabu Search
Muhammad A. Tahir, James E. Smith

5. A Parallel Ant Colony Optimization Algorithm Based on Crossover Operation
Adem Kalinli, Fatih Sarikoc

6. An Ant-bidding Algorithm for Multistage Flowshop Scheduling Problem: Optimization and Phase Transitions
Alberto V. Donati, Vince Darley, Bala Ramachandran

7. Dynamic Load Balancing Using an Ant Colony Approach in Micro-cellular Mobile Communications Systems
Sung-Soo Kim, Alice E. Smith, Soon-Jung Hong

8. New Ways to Calibrate Evolutionary Algorithms
Gusz Eiben, Martijn C. Schut

9. Divide-and-Evolve: a Sequential Hybridization Strategy Using Evolutionary Algorithms
Marc Schoenauer, Pierre Savéant, Vincent Vidal

10. Local Search Based on Genetic Algorithms
Carlos García-Martínez, Manuel Lozano

11. Designing Efficient Evolutionary Algorithms for Cluster Optimization: A Study on Locality
Francisco B. Pereira, JorgeM.C. Marques, Tiago Leitão, Jorge Tavares

12. Aligning Time Series with Genetically Tuned Dynamic Time Warping Algorithm
Pankaj Kumar, Ankur Gupta, Valadi K. Jayaraman, BhaskarD. Kulkarni

13. Evolutionary Generation of Artificial Creature’s Personality for Ubiquitous Services
Jong-Hwan Kim, Chi-Ho Lee, Kang-Hee Lee, Naveen S. Kuppuswamy

14. Some Guidelines for Genetic Algorithm Implementation in MINLP Batch Plant Design Problems
Antonin Ponsich, Catherine Azzaro-Pantel, Serge Domenech, Luc Pibouleau

15. Coevolutionary Genetic Algorithm to Solve Economic Dispatch
Márcia Marcondes Altimari Samed, Mauro Antonio Silva Sa Ravagnani

16. An Evolutionary Approach to Solve a Novel Mechatronic Multiobjective Optimization Problem
Efrén Mezura-Montes, Edgar A. Portilla-Flores, Carlos A. Coello Coello, Jaime Alvarez-Gallegos, Carlos A. Cruz-Villar

17. Optimizing Stochastic Functions Using a Genetic Algorithm: An Aeronautic Military Application
Hélcio Vieira

18. Learning Structure Illuminates Black Boxes – An Introduction to Estimation of Distribution Algorithms
Jörn Grahl, Stefan Minner, Peter A.N. Bosman

19. Making a Difference to Differential Evolution
Zhenyu Yang, Xin Yao, Jingsong He

20. Hidden Markov Models Training Using Population-based Metaheuristics
Sébastien Aupetit, Nikolas Monmarché, Mohamed Slimane

21. Inequalities and Target Objectives for Metaheuristic Search – Part I: Mixed Binary Optimization
Fred Glover


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